OpenAI's architecture for turning isolated model calls into sustained agent workflows by combining the Responses API with shell tools, persistent containers, and native context compaction.

Introduces three advanced tool use features — tool search, programmatic tool calling, and tool use examples — that enable Claude agents to dynamically discover, efficiently orchestrate, and accurately invoke tools across large tool libraries while minimizing context token consumption.